Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 113 113 86
Rank change year-on-year 0 -27 +10
Contract jobs citing Data Management 24 32 75
As % of all contract IT jobs advertised in Leeds 1.06% 1.23% 2.32%
As % of the Processes & Methodologies category 1.23% 1.40% 2.66%
Number of daily rates quoted 41 22 65
Leeds median daily rate £425 £460 £520
Median daily rate % change year-on-year -7.61% -11.54% +37.75%
10th Percentile £413 £401 £348
90th Percentile £615 £586 £740
West Yorkshire median daily rate £431 £450 £473
% change year-on-year -4.17% -4.76% +19.62%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - £10.75

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 1947 2282 2818
As % of all contract IT jobs advertised in Leeds 86.04% 87.80% 87.08%
Number of daily rates quoted 1389 1542 1976
Leeds median daily rate £410 £400 £380
Median daily rate % change year-on-year +2.50% +5.26% +8.57%
10th Percentile £275 £283 £263
90th Percentile £550 £563 £550
West Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 27 36 66
Leeds median hourly rate £20.50 £13.50 £14.30
Median hourly rate % change year-on-year +51.85% -5.58% +5.91%
10th Percentile £13.35 £10.20 £8.94
90th Percentile £40.00 £31.50 £39.75
West Yorkshire median hourly rate £15.50 £14.50 £15.00
% change year-on-year +6.90% -3.33% +3.45%

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 21 November 2017, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Leeds region with a requirement for Data Management.

1 12 (50.00%) SQL
2 11 (45.83%) QA
2 11 (45.83%) Data Integration
3 10 (41.67%) Data Warehouse
3 10 (41.67%) Data Modelling
3 10 (41.67%) Informatica
4 9 (37.50%) Shell Script
4 9 (37.50%) Oracle
4 9 (37.50%) Unix
4 9 (37.50%) Data Architecture
4 9 (37.50%) Data Analysis
5 8 (33.33%) Big Data
6 7 (29.17%) Data Quality
6 7 (29.17%) Visualisation
6 7 (29.17%) MongoDB
6 7 (29.17%) ETL
6 7 (29.17%) Microsoft
6 7 (29.17%) Management Information System
7 6 (25.00%) PL/SQL
7 6 (25.00%) NoSQL
7 6 (25.00%) Open Source
7 6 (25.00%) Agile Software Development
7 6 (25.00%) Continuous Improvement
7 6 (25.00%) Data Reconciliation
7 6 (25.00%) Relational Database
7 6 (25.00%) Data Engineering
7 6 (25.00%) SFIA
7 6 (25.00%) Collaborative Working
8 5 (20.83%) HBase
8 5 (20.83%) PostgreSQL

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (20.83%) SAS
2 2 (8.33%) Apache Spark
2 2 (8.33%) ArcGIS
2 2 (8.33%) Confluence
2 2 (8.33%) OpenStack
3 1 (4.17%) MS Exchange
Applications
1 2 (8.33%) Microsoft Office
2 1 (4.17%) Microsoft Excel
2 1 (4.17%) MS Visio
Cloud Services
1 3 (12.50%) PaaS
1 3 (12.50%) SaaS
2 2 (8.33%) Amazon AWS
2 2 (8.33%) IaaS
3 1 (4.17%) Microsoft Azure
3 1 (4.17%) Office 365
Communications & Networking
1 2 (8.33%) DNS
1 2 (8.33%) Firewall
Database & Business Intelligence
1 10 (41.67%) Data Warehouse
2 8 (33.33%) Big Data
3 7 (29.17%) MongoDB
4 6 (25.00%) NoSQL
4 6 (25.00%) Relational Database
5 5 (20.83%) Apache Hive
5 5 (20.83%) HBase
5 5 (20.83%) PostgreSQL
6 4 (16.67%) Data Lake
7 3 (12.50%) BusinessObjects
7 3 (12.50%) Enterprise Data Warehouse
7 3 (12.50%) Hadoop
7 3 (12.50%) Pentaho
8 2 (8.33%) Apache Cassandra
8 2 (8.33%) GIS
8 2 (8.33%) MySQL
9 1 (4.17%) QlikView
9 1 (4.17%) SQL Server
9 1 (4.17%) SQL Server Integration Services
9 1 (4.17%) SQL Server Reporting Services
Development Applications
1 4 (16.67%) Git (software)
2 3 (12.50%) ERwin
3 2 (8.33%) Jenkins
3 2 (8.33%) JIRA
General
1 5 (20.83%) Finance
Job Titles
1 6 (25.00%) Data Engineer
1 6 (25.00%) Senior Data Engineer
2 5 (20.83%) Analyst
2 5 (20.83%) Architect
2 5 (20.83%) Data Architect
3 4 (16.67%) DevOps Engineer
4 3 (12.50%) Business Intelligence Architect
4 3 (12.50%) Business Intelligence Lead
4 3 (12.50%) Data Analyst
4 3 (12.50%) Data Warehouse Architect
4 3 (12.50%) Lead Architect
4 3 (12.50%) Lead Data Architect
5 2 (8.33%) AWS DevOps
5 2 (8.33%) AWS DevOps Engineer
5 2 (8.33%) AWS Engineer
5 2 (8.33%) DevOps Systems Engineer
5 2 (8.33%) Infrastructure Engineer
5 2 (8.33%) Integration Engineer
5 2 (8.33%) Senior Integration Engineer
5 2 (8.33%) Systems Engineer
Libraries, Frameworks & Software Standards
1 2 (8.33%) Web Services
Miscellaneous
1 7 (29.17%) Management Information System
2 4 (16.67%) Analytical Skills
3 3 (12.50%) Enterprise Software
4 2 (8.33%) Clustering
5 1 (4.17%) Data Centre
5 1 (4.17%) Data Protection Act
5 1 (4.17%) Mobile App
Operating Systems
1 9 (37.50%) Unix
2 4 (16.67%) Linux
3 2 (8.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (45.83%) Data Integration
2 10 (41.67%) Data Modelling
3 9 (37.50%) Data Analysis
3 9 (37.50%) Data Architecture
4 7 (29.17%) ETL
4 7 (29.17%) Visualisation
5 6 (25.00%) Agile Software Development
5 6 (25.00%) Collaborative Working
5 6 (25.00%) Continuous Improvement
5 6 (25.00%) Data Engineering
5 6 (25.00%) Data Reconciliation
5 6 (25.00%) Open Source
5 6 (25.00%) SFIA
6 5 (20.83%) Business Intelligence
6 5 (20.83%) Data Visualisation
7 4 (16.67%) Analytics
7 4 (16.67%) Configuration Management
7 4 (16.67%) Data Strategy
7 4 (16.67%) DevOps
7 4 (16.67%) Project Management
Programming Languages
1 12 (50.00%) SQL
2 9 (37.50%) Shell Script
3 6 (25.00%) PL/SQL
4 3 (12.50%) R
5 2 (8.33%) Java
5 2 (8.33%) PHP
5 2 (8.33%) Python
6 1 (4.17%) T-SQL
6 1 (4.17%) VBA
Qualifications
1 3 (12.50%) CCDP
1 3 (12.50%) CCNP
1 3 (12.50%) Chartered Engineer
1 3 (12.50%) Cisco Certification
1 3 (12.50%) CISM
1 3 (12.50%) CISSP
2 2 (8.33%) AWS Certification
2 2 (8.33%) Degree
2 2 (8.33%) ITIL Certification
3 1 (4.17%) CCIE
3 1 (4.17%) MCSA
3 1 (4.17%) MCSE
3 1 (4.17%) Microsoft Certification
3 1 (4.17%) PRINCE2 Certification
3 1 (4.17%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 11 (45.83%) QA
2 7 (29.17%) Data Quality
System Software
1 2 (8.33%) Hyper-V
1 2 (8.33%) Virtual Machines
2 1 (4.17%) Active Directory
Systems Management
1 4 (16.67%) Puppet
2 2 (8.33%) Ansible
2 2 (8.33%) CFEngine
2 2 (8.33%) Opscode Chef
2 2 (8.33%) Salt
2 2 (8.33%) Terraform
3 1 (4.17%) SCCM
Vendors
1 10 (41.67%) Informatica
2 9 (37.50%) Oracle
3 7 (29.17%) Microsoft
4 5 (20.83%) Cisco
5 4 (16.67%) Red Hat
5 4 (16.67%) Tableau
6 3 (12.50%) CA
7 2 (8.33%) CheckPoint
7 2 (8.33%) F5
7 2 (8.33%) Juniper
8 1 (4.17%) DataFlux
8 1 (4.17%) Datameer
8 1 (4.17%) Trillium